Overview
Brought to you by YData
Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 240 |
| Missing cells | 22 |
| Missing cells (%) | 0.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 33.9 KiB |
| Average record size in memory | 144.6 B |
Variable types
| Categorical | 4 |
|---|---|
| Numeric | 14 |
Beverage is highly overall correlated with Beverage_category and 2 other fields | High correlation |
Beverage_category is highly overall correlated with Beverage | High correlation |
Beverage_prep is highly overall correlated with Saturated Fat (g) | High correlation |
Calcium (% DV) is highly overall correlated with Protein (g) and 3 other fields | High correlation |
Calories is highly overall correlated with Cholesterol (mg) and 5 other fields | High correlation |
Cholesterol (mg) is highly overall correlated with Calories and 2 other fields | High correlation |
Dietary Fibre (g) is highly overall correlated with Beverage and 1 other fields | High correlation |
Iron (% DV) is highly overall correlated with Dietary Fibre (g) and 1 other fields | High correlation |
Protein (g) is highly overall correlated with Calcium (% DV) and 5 other fields | High correlation |
Saturated Fat (g) is highly overall correlated with Beverage_prep and 2 other fields | High correlation |
Sodium (mg) is highly overall correlated with Protein (g) and 3 other fields | High correlation |
Sugars (g) is highly overall correlated with Calories and 2 other fields | High correlation |
Total Carbohydrates (g) is highly overall correlated with Calories and 3 other fields | High correlation |
Total Fat (g) is highly overall correlated with Calcium (% DV) and 4 other fields | High correlation |
Trans Fat (g) is highly overall correlated with Calcium (% DV) and 6 other fields | High correlation |
Vitamin A (% DV) is highly overall correlated with Calcium (% DV) and 2 other fields | High correlation |
Vitamin C (% DV) is highly overall correlated with Beverage | High correlation |
Caffeine (mg) has 22 (9.2%) missing values | Missing |
Calories has 4 (1.7%) zeros | Zeros |
Total Fat (g) has 21 (8.8%) zeros | Zeros |
Trans Fat (g) has 33 (13.8%) zeros | Zeros |
Sodium (mg) has 111 (46.2%) zeros | Zeros |
Total Carbohydrates (g) has 11 (4.6%) zeros | Zeros |
Cholesterol (mg) has 8 (3.3%) zeros | Zeros |
Dietary Fibre (g) has 140 (58.3%) zeros | Zeros |
Sugars (g) has 14 (5.8%) zeros | Zeros |
Protein (g) has 11 (4.6%) zeros | Zeros |
Vitamin A (% DV) has 27 (11.2%) zeros | Zeros |
Vitamin C (% DV) has 187 (77.9%) zeros | Zeros |
Calcium (% DV) has 23 (9.6%) zeros | Zeros |
Iron (% DV) has 107 (44.6%) zeros | Zeros |
Caffeine (mg) has 34 (14.2%) zeros | Zeros |
Reproduction
| Analysis started | 2025-01-20 00:54:40.484299 |
|---|---|
| Analysis finished | 2025-01-20 00:54:47.305075 |
| Duration | 6.82 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
Beverage_category
Categorical
High correlation
| Distinct | 9 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| Classic Espresso Drinks | |
|---|---|
| Tazo® Tea Drinks | |
| Signature Espresso Drinks | |
| Frappuccino® Blended Coffee | |
| Shaken Iced Beverages | |
| Other values (4) |
Length
| Max length | 33 |
|---|---|
| Median length | 26 |
| Mean length | 22.116667 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Coffee |
|---|---|
| 2nd row | Coffee |
| 3rd row | Coffee |
| 4th row | Coffee |
| 5th row | Classic Espresso Drinks |
Common Values
| Value | Count | Frequency (%) |
| Classic Espresso Drinks | 58 | |
| Tazo® Tea Drinks | 52 | |
| Signature Espresso Drinks | 40 | |
| Frappuccino® Blended Coffee | 36 | |
| Shaken Iced Beverages | 17 | 7.1% |
| Frappuccino® Light Blended Coffee | 12 | 5.0% |
| Frappuccino® Blended Crème | 12 | 5.0% |
| Smoothies | 9 | 3.8% |
| Coffee | 4 | 1.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| drinks | 150 | |
| espresso | 98 | |
| frappuccino® | 60 | 8.5% |
| blended | 60 | 8.5% |
| classic | 58 | 8.2% |
| tazo® | 52 | 7.4% |
| tea | 52 | 7.4% |
| coffee | 52 | 7.4% |
| signature | 40 | 5.7% |
| shaken | 17 | 2.4% |
| Other values (5) | 67 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 586 | 11.0% |
| e | 520 | 9.8% |
| 466 | 8.8% | |
| r | 377 | 7.1% |
| i | 329 | 6.2% |
| n | 327 | 6.2% |
| a | 296 | 5.6% |
| o | 280 | 5.3% |
| p | 218 | 4.1% |
| c | 195 | 3.7% |
| Other values (22) | 1714 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4024 | |
| Uppercase Letter | 706 | 13.3% |
| Space Separator | 466 | 8.8% |
| Other Symbol | 112 | 2.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 586 | |
| e | 520 | |
| r | 377 | |
| i | 329 | |
| n | 327 | |
| a | 296 | |
| o | 280 | 7.0% |
| p | 218 | 5.4% |
| c | 195 | 4.8% |
| k | 167 | 4.2% |
| Other values (11) | 729 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 150 | |
| C | 122 | |
| T | 104 | |
| E | 98 | |
| B | 77 | |
| S | 66 | |
| F | 60 | 8.5% |
| I | 17 | 2.4% |
| L | 12 | 1.7% |
Space Separator
| Value | Count | Frequency (%) |
| 466 |
Other Symbol
| Value | Count | Frequency (%) |
| ® | 112 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4730 | |
| Common | 578 | 10.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 586 | |
| e | 520 | 11.0% |
| r | 377 | 8.0% |
| i | 329 | 7.0% |
| n | 327 | 6.9% |
| a | 296 | 6.3% |
| o | 280 | 5.9% |
| p | 218 | 4.6% |
| c | 195 | 4.1% |
| k | 167 | 3.5% |
| Other values (20) | 1435 |
Common
| Value | Count | Frequency (%) |
| 466 | ||
| ® | 112 | 19.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5184 | |
| None | 124 | 2.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 586 | 11.3% |
| e | 520 | 10.0% |
| 466 | 9.0% | |
| r | 377 | 7.3% |
| i | 329 | 6.3% |
| n | 327 | 6.3% |
| a | 296 | 5.7% |
| o | 280 | 5.4% |
| p | 218 | 4.2% |
| c | 195 | 3.8% |
| Other values (20) | 1590 |
None
| Value | Count | Frequency (%) |
| ® | 112 | |
| è | 12 | 9.7% |
Beverage
Categorical
High correlation
| Distinct | 33 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| Tazo® Full-Leaf Red Tea Latte (Vanilla Rooibos) | 12 |
|---|---|
| White Chocolate Mocha (Without Whipped Cream) | 12 |
| Tazo® Full-Leaf Tea Latte | 12 |
| Tazo® Green Tea Latte | 12 |
| Tazo® Chai Tea Latte | 12 |
| Other values (28) |
Length
| Max length | 51 |
|---|---|
| Median length | 37 |
| Mean length | 27.520833 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Brewed Coffee |
|---|---|
| 2nd row | Brewed Coffee |
| 3rd row | Brewed Coffee |
| 4th row | Brewed Coffee |
| 5th row | Caffè Latte |
Common Values
| Value | Count | Frequency (%) |
| Tazo® Full-Leaf Red Tea Latte (Vanilla Rooibos) | 12 | 5.0% |
| White Chocolate Mocha (Without Whipped Cream) | 12 | 5.0% |
| Tazo® Full-Leaf Tea Latte | 12 | 5.0% |
| Tazo® Green Tea Latte | 12 | 5.0% |
| Tazo® Chai Tea Latte | 12 | 5.0% |
| Coffee | 12 | 5.0% |
| Hot Chocolate (Without Whipped Cream) | 12 | 5.0% |
| Caramel Macchiato | 12 | 5.0% |
| Cappuccino | 12 | 5.0% |
| Vanilla Latte (Or Other Flavoured Latte) | 12 | 5.0% |
| Other values (23) | 120 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| latte | 88 | 8.9% |
| without | 79 | 8.0% |
| cream | 79 | 8.0% |
| whipped | 79 | 8.0% |
| tazo® | 58 | 5.9% |
| tea | 58 | 5.9% |
| mocha | 36 | 3.7% |
| vanilla | 28 | 2.8% |
| caramel | 28 | 2.8% |
| caffè | 28 | 2.8% |
| Other values (40) | 423 |
Most occurring characters
| Value | Count | Frequency (%) |
| 744 | 11.3% | |
| a | 676 | 10.2% |
| e | 625 | 9.5% |
| t | 446 | 6.8% |
| o | 372 | 5.6% |
| i | 329 | 5.0% |
| h | 313 | 4.7% |
| C | 250 | 3.8% |
| r | 241 | 3.6% |
| p | 225 | 3.4% |
| Other values (37) | 2384 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4523 | |
| Uppercase Letter | 992 | 15.0% |
| Space Separator | 744 | 11.3% |
| Open Punctuation | 124 | 1.9% |
| Close Punctuation | 124 | 1.9% |
| Other Symbol | 58 | 0.9% |
| Dash Punctuation | 24 | 0.4% |
| Other Punctuation | 16 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 676 | |
| e | 625 | |
| t | 446 | |
| o | 372 | 8.2% |
| i | 329 | 7.3% |
| h | 313 | 6.9% |
| r | 241 | 5.3% |
| p | 225 | 5.0% |
| l | 204 | 4.5% |
| c | 153 | 3.4% |
| Other values (14) | 939 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 250 | |
| W | 187 | |
| T | 116 | |
| L | 115 | |
| M | 59 | 5.9% |
| S | 51 | 5.1% |
| F | 40 | 4.0% |
| V | 28 | 2.8% |
| B | 28 | 2.8% |
| O | 27 | 2.7% |
| Other values (7) | 91 | 9.2% |
Space Separator
| Value | Count | Frequency (%) |
| 744 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 124 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 124 |
Other Symbol
| Value | Count | Frequency (%) |
| ® | 58 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 24 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 16 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5515 | |
| Common | 1090 | 16.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 676 | 12.3% |
| e | 625 | 11.3% |
| t | 446 | 8.1% |
| o | 372 | 6.7% |
| i | 329 | 6.0% |
| h | 313 | 5.7% |
| C | 250 | 4.5% |
| r | 241 | 4.4% |
| p | 225 | 4.1% |
| l | 204 | 3.7% |
| Other values (31) | 1834 |
Common
| Value | Count | Frequency (%) |
| 744 | ||
| ( | 124 | 11.4% |
| ) | 124 | 11.4% |
| ® | 58 | 5.3% |
| - | 24 | 2.2% |
| & | 16 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6511 | |
| None | 94 | 1.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 744 | 11.4% | |
| a | 676 | 10.4% |
| e | 625 | 9.6% |
| t | 446 | 6.8% |
| o | 372 | 5.7% |
| i | 329 | 5.1% |
| h | 313 | 4.8% |
| C | 250 | 3.8% |
| r | 241 | 3.7% |
| p | 225 | 3.5% |
| Other values (35) | 2290 |
None
| Value | Count | Frequency (%) |
| ® | 58 | |
| è | 36 |
Beverage_prep
Categorical
High correlation
| Distinct | 13 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| Soymilk | |
|---|---|
| 2 Milk | |
| Grande Nonfat Milk | |
| Tall Nonfat Milk | |
| Venti Nonfat Milk | |
| Other values (8) |
Length
| Max length | 18 |
|---|---|
| Median length | 17 |
| Mean length | 10.241667 |
| Min length | 4 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | Short |
|---|---|
| 2nd row | Tall |
| 3rd row | Grande |
| 4th row | Venti |
| 5th row | Short Nonfat Milk |
Common Values
| Value | Count | Frequency (%) |
| Soymilk | 65 | |
| 2 Milk | 49 | |
| Grande Nonfat Milk | 26 | 10.8% |
| Tall Nonfat Milk | 23 | 9.6% |
| Venti Nonfat Milk | 22 | 9.2% |
| Whole Milk | 16 | 6.7% |
| Short Nonfat Milk | 12 | 5.0% |
| Tall | 7 | 2.9% |
| Grande | 7 | 2.9% |
| Venti | 7 | 2.9% |
| Other values (3) | 6 | 2.5% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| milk | 148 | |
| nonfat | 83 | |
| soymilk | 65 | |
| 2 | 49 | 10.4% |
| grande | 33 | 7.0% |
| tall | 30 | 6.4% |
| venti | 29 | 6.2% |
| whole | 16 | 3.4% |
| short | 16 | 3.4% |
| solo | 1 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 290 | |
| i | 243 | 9.9% |
| 231 | 9.4% | |
| k | 213 | 8.7% |
| o | 184 | 7.5% |
| M | 148 | 6.0% |
| a | 146 | 5.9% |
| n | 145 | 5.9% |
| t | 128 | 5.2% |
| f | 83 | 3.4% |
| Other values (15) | 647 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1756 | |
| Uppercase Letter | 422 | 17.2% |
| Space Separator | 231 | 9.4% |
| Decimal Number | 49 | 2.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 290 | |
| i | 243 | |
| k | 213 | |
| o | 184 | |
| a | 146 | |
| n | 145 | |
| t | 128 | |
| f | 83 | 4.7% |
| e | 78 | 4.4% |
| m | 65 | 3.7% |
| Other values (5) | 181 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 148 | |
| N | 83 | |
| S | 82 | |
| G | 33 | 7.8% |
| T | 30 | 7.1% |
| V | 29 | 6.9% |
| W | 16 | 3.8% |
| D | 1 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 231 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 49 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2178 | |
| Common | 280 | 11.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 290 | |
| i | 243 | |
| k | 213 | |
| o | 184 | 8.4% |
| M | 148 | 6.8% |
| a | 146 | 6.7% |
| n | 145 | 6.7% |
| t | 128 | 5.9% |
| f | 83 | 3.8% |
| N | 83 | 3.8% |
| Other values (13) | 515 |
Common
| Value | Count | Frequency (%) |
| 231 | ||
| 2 | 49 | 17.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2458 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 290 | |
| i | 243 | 9.9% |
| 231 | 9.4% | |
| k | 213 | 8.7% |
| o | 184 | 7.5% |
| M | 148 | 6.0% |
| a | 146 | 5.9% |
| n | 145 | 5.9% |
| t | 128 | 5.2% |
| f | 83 | 3.4% |
| Other values (15) | 647 |
Calories
Real number (ℝ)
High correlation Zeros
| Distinct | 48 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 193.77917 |
| Minimum | 0 |
|---|---|
| Maximum | 510 |
| Zeros | 4 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14.75 |
| Q1 | 120 |
| median | 185 |
| Q3 | 260 |
| 95-th percentile | 370 |
| Maximum | 510 |
| Range | 510 |
| Interquartile range (IQR) | 140 |
Descriptive statistics
| Standard deviation | 102.75061 |
|---|---|
| Coefficient of variation (CV) | 0.5302459 |
| Kurtosis | -0.056887261 |
| Mean | 193.77917 |
| Median Absolute Deviation (MAD) | 75 |
| Skewness | 0.38213101 |
| Sum | 46507 |
| Variance | 10557.687 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) |
| 150 | 11 | 4.6% |
| 190 | 11 | 4.6% |
| 180 | 11 | 4.6% |
| 120 | 10 | 4.2% |
| 100 | 10 | 4.2% |
| 130 | 10 | 4.2% |
| 200 | 10 | 4.2% |
| 240 | 9 | 3.8% |
| 80 | 9 | 3.8% |
| 110 | 9 | 3.8% |
| Other values (38) | 140 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 3 | 1 | 0.4% |
| 4 | 1 | 0.4% |
| 5 | 4 | |
| 10 | 2 | |
| 15 | 1 | 0.4% |
| 25 | 1 | 0.4% |
| 50 | 2 | |
| 60 | 4 | |
| 70 | 3 |
| Value | Count | Frequency (%) |
| 510 | 1 | 0.4% |
| 460 | 2 | |
| 450 | 2 | |
| 430 | 1 | 0.4% |
| 420 | 1 | 0.4% |
| 400 | 1 | 0.4% |
| 390 | 2 | |
| 380 | 1 | 0.4% |
| 370 | 3 | |
| 360 | 1 | 0.4% |
Total Fat (g)
Real number (ℝ)
High correlation Zeros
| Distinct | 23 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9116667 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 21 |
| Zeros (%) | 8.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| median | 2.5 |
| Q3 | 4.5 |
| 95-th percentile | 9 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 4.3 |
Descriptive statistics
| Standard deviation | 2.9540323 |
|---|---|
| Coefficient of variation (CV) | 1.0145503 |
| Kurtosis | 1.1227851 |
| Mean | 2.9116667 |
| Median Absolute Deviation (MAD) | 2.3 |
| Skewness | 1.1404752 |
| Sum | 698.8 |
| Variance | 8.7263068 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 0.1 | 34 | |
| 0 | 21 | 8.8% |
| 1.5 | 16 | 6.7% |
| 3 | 15 | 6.2% |
| 5 | 15 | 6.2% |
| 0.2 | 14 | 5.8% |
| 4 | 14 | 5.8% |
| 2.5 | 13 | 5.4% |
| 6 | 13 | 5.4% |
| 3.5 | 12 | 5.0% |
| Other values (13) | 73 |
| Value | Count | Frequency (%) |
| 0 | 21 | |
| 0.1 | 34 | |
| 0.2 | 14 | |
| 0.3 | 6 | 2.5% |
| 0.4 | 2 | 0.8% |
| 0.5 | 4 | 1.7% |
| 1 | 12 | 5.0% |
| 1.5 | 16 | |
| 2 | 10 | 4.2% |
| 2.5 | 13 | 5.4% |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.4% |
| 13 | 1 | 0.4% |
| 11 | 3 | 1.2% |
| 10 | 3 | 1.2% |
| 9 | 6 | 2.5% |
| 8 | 6 | 2.5% |
| 7 | 10 | |
| 6 | 13 | |
| 5 | 15 | |
| 4.5 | 9 |
Trans Fat (g)
Real number (ℝ)
High correlation Zeros
| Distinct | 18 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3141667 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 33 |
| Zeros (%) | 13.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1 |
| median | 0.5 |
| Q3 | 2 |
| 95-th percentile | 4.525 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 1.9 |
Descriptive statistics
| Standard deviation | 1.6452185 |
|---|---|
| Coefficient of variation (CV) | 1.2519101 |
| Kurtosis | 2.8744789 |
| Mean | 1.3141667 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 1.6817877 |
| Sum | 315.4 |
| Variance | 2.7067441 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0.1 | 36 | |
| 0 | 33 | |
| 0.2 | 22 | |
| 1 | 21 | |
| 2 | 20 | |
| 0.5 | 19 | |
| 1.5 | 16 | 6.7% |
| 0.4 | 11 | 4.6% |
| 3.5 | 11 | 4.6% |
| 2.5 | 10 | 4.2% |
| Other values (8) | 41 |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 0.1 | 36 | |
| 0.2 | 22 | |
| 0.3 | 10 | 4.2% |
| 0.4 | 11 | 4.6% |
| 0.5 | 19 | |
| 1 | 21 | |
| 1.5 | 16 | |
| 2 | 20 | |
| 2.5 | 10 | 4.2% |
| Value | Count | Frequency (%) |
| 9 | 1 | 0.4% |
| 7 | 2 | 0.8% |
| 6 | 5 | 2.1% |
| 5 | 4 | 1.7% |
| 4.5 | 6 | 2.5% |
| 4 | 3 | 1.2% |
| 3.5 | 11 | |
| 3 | 10 | |
| 2.5 | 10 | |
| 2 | 20 |
Saturated Fat (g)
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| 0.0 | |
|---|---|
| 0.1 | |
| 0.2 | |
| 0.3 | 4 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 178 | |
| 0.1 | 37 | 15.4% |
| 0.2 | 21 | 8.8% |
| 0.3 | 4 | 1.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 178 | |
| 0.1 | 37 | 15.4% |
| 0.2 | 21 | 8.8% |
| 0.3 | 4 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 418 | |
| . | 240 | |
| 1 | 37 | 5.1% |
| 2 | 21 | 2.9% |
| 3 | 4 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 480 | |
| Other Punctuation | 240 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 418 | |
| 1 | 37 | 7.7% |
| 2 | 21 | 4.4% |
| 3 | 4 | 0.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 240 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 720 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 418 | |
| . | 240 | |
| 1 | 37 | 5.1% |
| 2 | 21 | 2.9% |
| 3 | 4 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 720 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 418 | |
| . | 240 | |
| 1 | 37 | 5.1% |
| 2 | 21 | 2.9% |
| 3 | 4 | 0.6% |
Sodium (mg)
Real number (ℝ)
High correlation Zeros
| Distinct | 9 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3958333 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 111 |
| Zeros (%) | 46.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 25 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.6560004 |
|---|---|
| Coefficient of variation (CV) | 1.3533812 |
| Kurtosis | 2.4651044 |
| Mean | 6.3958333 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.6702051 |
| Sum | 1535 |
| Variance | 74.926342 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 111 | |
| 5 | 56 | |
| 10 | 28 | 11.7% |
| 15 | 19 | 7.9% |
| 25 | 9 | 3.8% |
| 20 | 8 | 3.3% |
| 35 | 5 | 2.1% |
| 30 | 3 | 1.2% |
| 40 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 111 | |
| 5 | 56 | |
| 10 | 28 | 11.7% |
| 15 | 19 | 7.9% |
| 20 | 8 | 3.3% |
| 25 | 9 | 3.8% |
| 30 | 3 | 1.2% |
| 35 | 5 | 2.1% |
| 40 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 40 | 1 | 0.4% |
| 35 | 5 | 2.1% |
| 30 | 3 | 1.2% |
| 25 | 9 | 3.8% |
| 20 | 8 | 3.3% |
| 15 | 19 | 7.9% |
| 10 | 28 | 11.7% |
| 5 | 56 | |
| 0 | 111 |
Total Carbohydrates (g)
Real number (ℝ)
High correlation Zeros
| Distinct | 51 |
|---|---|
| Distinct (%) | 21.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 128.8125 |
| Minimum | 0 |
|---|---|
| Maximum | 340 |
| Zeros | 11 |
| Zeros (%) | 4.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.85 |
| Q1 | 70 |
| median | 125 |
| Q3 | 170 |
| 95-th percentile | 290.5 |
| Maximum | 340 |
| Range | 340 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 81.99981 |
|---|---|
| Coefficient of variation (CV) | 0.63658271 |
| Kurtosis | -0.22489608 |
| Mean | 128.8125 |
| Median Absolute Deviation (MAD) | 55 |
| Skewness | 0.48487636 |
| Sum | 30915 |
| Variance | 6723.9689 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 160 | 16 | 6.7% |
| 125 | 11 | 4.6% |
| 150 | 11 | 4.6% |
| 0 | 11 | 4.6% |
| 140 | 10 | 4.2% |
| 80 | 9 | 3.8% |
| 220 | 9 | 3.8% |
| 120 | 8 | 3.3% |
| 70 | 8 | 3.3% |
| 170 | 8 | 3.3% |
| Other values (41) | 139 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 1 | 1 | 0.4% |
| 4 | 1 | 0.4% |
| 5 | 4 | 1.7% |
| 10 | 5 | |
| 15 | 3 | 1.2% |
| 20 | 2 | 0.8% |
| 25 | 2 | 0.8% |
| 30 | 2 | 0.8% |
| 35 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 340 | 2 | 0.8% |
| 330 | 2 | 0.8% |
| 320 | 1 | 0.4% |
| 310 | 1 | 0.4% |
| 300 | 6 | |
| 290 | 4 | |
| 280 | 1 | 0.4% |
| 270 | 2 | 0.8% |
| 260 | 2 | 0.8% |
| 250 | 3 |
Cholesterol (mg)
Real number (ℝ)
High correlation Zeros
| Distinct | 75 |
|---|---|
| Distinct (%) | 31.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.9375 |
| Minimum | 0 |
|---|---|
| Maximum | 90 |
| Zeros | 8 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.95 |
| Q1 | 21 |
| median | 34 |
| Q3 | 50.25 |
| 95-th percentile | 73.1 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range (IQR) | 29.25 |
Descriptive statistics
| Standard deviation | 20.752785 |
|---|---|
| Coefficient of variation (CV) | 0.5774688 |
| Kurtosis | -0.35934102 |
| Mean | 35.9375 |
| Median Absolute Deviation (MAD) | 14.5 |
| Skewness | 0.39128579 |
| Sum | 8625 |
| Variance | 430.67809 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 31 | 10 | 4.2% |
| 0 | 8 | 3.3% |
| 23 | 8 | 3.3% |
| 53 | 8 | 3.3% |
| 42 | 7 | 2.9% |
| 34 | 7 | 2.9% |
| 16 | 7 | 2.9% |
| 21 | 7 | 2.9% |
| 37 | 7 | 2.9% |
| 70 | 6 | 2.5% |
| Other values (65) | 165 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 2 | 0.8% |
| 2 | 2 | 0.8% |
| 3 | 1 | 0.4% |
| 4 | 2 | 0.8% |
| 6 | 1 | 0.4% |
| 7 | 1 | 0.4% |
| 8 | 2 | 0.8% |
| 9 | 4 | |
| 10 | 3 | 1.2% |
| Value | Count | Frequency (%) |
| 90 | 2 | 0.8% |
| 89 | 1 | 0.4% |
| 88 | 1 | 0.4% |
| 80 | 2 | 0.8% |
| 78 | 4 | |
| 77 | 1 | 0.4% |
| 75 | 1 | 0.4% |
| 73 | 1 | 0.4% |
| 72 | 1 | 0.4% |
| 70 | 6 |
Dietary Fibre (g)
Real number (ℝ)
High correlation Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.80833333 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 140 |
| Zeros (%) | 58.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3.05 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.4509892 |
|---|---|
| Coefficient of variation (CV) | 1.7950382 |
| Kurtosis | 9.2710846 |
| Mean | 0.80833333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.8825081 |
| Sum | 194 |
| Variance | 2.1053696 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 140 | |
| 1 | 59 | |
| 2 | 25 | 10.4% |
| 7 | 5 | 2.1% |
| 3 | 4 | 1.7% |
| 4 | 3 | 1.2% |
| 6 | 3 | 1.2% |
| 8 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 140 | |
| 1 | 59 | |
| 2 | 25 | 10.4% |
| 3 | 4 | 1.7% |
| 4 | 3 | 1.2% |
| 6 | 3 | 1.2% |
| 7 | 5 | 2.1% |
| 8 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.4% |
| 7 | 5 | 2.1% |
| 6 | 3 | 1.2% |
| 4 | 3 | 1.2% |
| 3 | 4 | 1.7% |
| 2 | 25 | 10.4% |
| 1 | 59 | |
| 0 | 140 |
Sugars (g)
Real number (ℝ)
High correlation Zeros
| Distinct | 70 |
|---|---|
| Distinct (%) | 29.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.895833 |
| Minimum | 0 |
|---|---|
| Maximum | 84 |
| Zeros | 14 |
| Zeros (%) | 5.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 18 |
| median | 32 |
| Q3 | 43.25 |
| 95-th percentile | 71.1 |
| Maximum | 84 |
| Range | 84 |
| Interquartile range (IQR) | 25.25 |
Descriptive statistics
| Standard deviation | 19.686709 |
|---|---|
| Coefficient of variation (CV) | 0.598456 |
| Kurtosis | -0.18194874 |
| Mean | 32.895833 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.47085281 |
| Sum | 7895 |
| Variance | 387.56651 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 14 | 5.8% |
| 32 | 10 | 4.2% |
| 23 | 9 | 3.8% |
| 41 | 8 | 3.3% |
| 33 | 7 | 2.9% |
| 44 | 6 | 2.5% |
| 38 | 6 | 2.5% |
| 25 | 6 | 2.5% |
| 17 | 6 | 2.5% |
| 31 | 6 | 2.5% |
| Other values (60) | 162 |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 3 | 1 | 0.4% |
| 4 | 2 | 0.8% |
| 5 | 1 | 0.4% |
| 6 | 1 | 0.4% |
| 7 | 3 | 1.2% |
| 8 | 4 | 1.7% |
| 9 | 2 | 0.8% |
| 10 | 2 | 0.8% |
| 11 | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 84 | 2 | |
| 83 | 1 | 0.4% |
| 80 | 1 | 0.4% |
| 77 | 2 | |
| 76 | 2 | |
| 74 | 2 | |
| 73 | 2 | |
| 71 | 2 | |
| 69 | 3 | |
| 68 | 1 | 0.4% |
Protein (g)
Real number (ℝ)
High correlation Zeros
| Distinct | 26 |
|---|---|
| Distinct (%) | 10.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0075 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 11 |
| Zeros (%) | 4.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 10 |
| 95-th percentile | 16 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.8796248 |
|---|---|
| Coefficient of variation (CV) | 0.69634318 |
| Kurtosis | -0.24591286 |
| Mean | 7.0075 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.69673827 |
| Sum | 1681.8 |
| Variance | 23.810738 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 3 | 30 | |
| 6 | 25 | 10.4% |
| 4 | 22 | 9.2% |
| 5 | 22 | 9.2% |
| 7 | 20 | 8.3% |
| 10 | 13 | 5.4% |
| 9 | 13 | 5.4% |
| 0 | 11 | 4.6% |
| 8 | 8 | 3.3% |
| 16 | 8 | 3.3% |
| Other values (16) | 68 |
| Value | Count | Frequency (%) |
| 0 | 11 | 4.6% |
| 0.1 | 3 | 1.2% |
| 0.2 | 1 | 0.4% |
| 0.3 | 2 | 0.8% |
| 0.4 | 3 | 1.2% |
| 0.5 | 1 | 0.4% |
| 1 | 6 | 2.5% |
| 2 | 7 | 2.9% |
| 3 | 30 | |
| 4 | 22 |
| Value | Count | Frequency (%) |
| 20 | 2 | 0.8% |
| 19 | 3 | 1.2% |
| 18 | 2 | 0.8% |
| 17 | 4 | |
| 16 | 8 | |
| 15 | 7 | |
| 14 | 6 | |
| 13 | 7 | |
| 12 | 7 | |
| 11 | 7 |
Vitamin A (% DV)
Real number (ℝ)
High correlation Zeros
| Distinct | 11 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.8791667 |
| Minimum | 0 |
|---|---|
| Maximum | 50 |
| Zeros | 27 |
| Zeros (%) | 11.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 8 |
| Q3 | 15 |
| 95-th percentile | 25 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.1120541 |
|---|---|
| Coefficient of variation (CV) | 0.82112737 |
| Kurtosis | 6.0920249 |
| Mean | 9.8791667 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.8479314 |
| Sum | 2371 |
| Variance | 65.805422 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 10 | 43 | |
| 4 | 37 | |
| 6 | 36 | |
| 15 | 36 | |
| 0 | 27 | |
| 8 | 23 | |
| 20 | 18 | |
| 25 | 11 | 4.6% |
| 2 | 4 | 1.7% |
| 50 | 3 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 2 | 4 | 1.7% |
| 4 | 37 | |
| 6 | 36 | |
| 8 | 23 | |
| 10 | 43 | |
| 15 | 36 | |
| 20 | 18 | |
| 25 | 11 | 4.6% |
| 30 | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 50 | 3 | 1.2% |
| 30 | 2 | 0.8% |
| 25 | 11 | 4.6% |
| 20 | 18 | |
| 15 | 36 | |
| 10 | 43 | |
| 8 | 23 | |
| 6 | 36 | |
| 4 | 37 | |
| 2 | 4 | 1.7% |
Vitamin C (% DV)
Real number (ℝ)
High correlation Zeros
| Distinct | 10 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6458333 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 187 |
| Zeros (%) | 77.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 15 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 14.477351 |
|---|---|
| Coefficient of variation (CV) | 3.9709307 |
| Kurtosis | 32.219169 |
| Mean | 3.6458333 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.6161921 |
| Sum | 875 |
| Variance | 209.59371 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 187 | |
| 2 | 20 | 8.3% |
| 6 | 7 | 2.9% |
| 15 | 7 | 2.9% |
| 10 | 4 | 1.7% |
| 20 | 4 | 1.7% |
| 4 | 3 | 1.2% |
| 80 | 3 | 1.2% |
| 100 | 3 | 1.2% |
| 8 | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 187 | |
| 2 | 20 | 8.3% |
| 4 | 3 | 1.2% |
| 6 | 7 | 2.9% |
| 8 | 2 | 0.8% |
| 10 | 4 | 1.7% |
| 15 | 7 | 2.9% |
| 20 | 4 | 1.7% |
| 80 | 3 | 1.2% |
| 100 | 3 | 1.2% |
| Value | Count | Frequency (%) |
| 100 | 3 | 1.2% |
| 80 | 3 | 1.2% |
| 20 | 4 | 1.7% |
| 15 | 7 | 2.9% |
| 10 | 4 | 1.7% |
| 8 | 2 | 0.8% |
| 6 | 7 | 2.9% |
| 4 | 3 | 1.2% |
| 2 | 20 | 8.3% |
| 0 | 187 |
Calcium (% DV)
Real number (ℝ)
High correlation Zeros
| Distinct | 14 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.820833 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 23 |
| Zeros (%) | 9.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 20 |
| Q3 | 30 |
| 95-th percentile | 50 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 14.571609 |
|---|---|
| Coefficient of variation (CV) | 0.69985713 |
| Kurtosis | -0.18153324 |
| Mean | 20.820833 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.65512634 |
| Sum | 4997 |
| Variance | 212.33178 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 10 | 51 | |
| 20 | 34 | |
| 15 | 24 | |
| 0 | 23 | |
| 30 | 21 | |
| 25 | 21 | |
| 35 | 17 | 7.1% |
| 45 | 11 | 4.6% |
| 40 | 9 | 3.8% |
| 50 | 9 | 3.8% |
| Other values (4) | 20 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 2 | 4 | 1.7% |
| 6 | 2 | 0.8% |
| 8 | 9 | 3.8% |
| 10 | 51 | |
| 15 | 24 | |
| 20 | 34 | |
| 25 | 21 | |
| 30 | 21 | |
| 35 | 17 | 7.1% |
| Value | Count | Frequency (%) |
| 60 | 5 | 2.1% |
| 50 | 9 | 3.8% |
| 45 | 11 | 4.6% |
| 40 | 9 | 3.8% |
| 35 | 17 | 7.1% |
| 30 | 21 | |
| 25 | 21 | |
| 20 | 34 | |
| 15 | 24 | |
| 10 | 51 |
Iron (% DV)
Real number (ℝ)
High correlation Zeros
| Distinct | 13 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4666667 |
| Minimum | 0 |
|---|---|
| Maximum | 50 |
| Zeros | 107 |
| Zeros (%) | 44.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 10 |
| 95-th percentile | 30 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 10.517913 |
|---|---|
| Coefficient of variation (CV) | 1.4086491 |
| Kurtosis | 2.4266327 |
| Mean | 7.4666667 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.6676372 |
| Sum | 1792 |
| Variance | 110.6265 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 107 | |
| 2 | 20 | 8.3% |
| 10 | 17 | 7.1% |
| 8 | 16 | 6.7% |
| 20 | 16 | 6.7% |
| 6 | 15 | 6.2% |
| 15 | 12 | 5.0% |
| 4 | 11 | 4.6% |
| 25 | 9 | 3.8% |
| 30 | 9 | 3.8% |
| Other values (3) | 8 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 107 | |
| 2 | 20 | 8.3% |
| 4 | 11 | 4.6% |
| 6 | 15 | 6.2% |
| 8 | 16 | 6.7% |
| 10 | 17 | 7.1% |
| 15 | 12 | 5.0% |
| 20 | 16 | 6.7% |
| 25 | 9 | 3.8% |
| 30 | 9 | 3.8% |
| Value | Count | Frequency (%) |
| 50 | 2 | 0.8% |
| 40 | 3 | 1.2% |
| 35 | 3 | 1.2% |
| 30 | 9 | |
| 25 | 9 | |
| 20 | 16 | |
| 15 | 12 | |
| 10 | 17 | |
| 8 | 16 | |
| 6 | 15 |
Caffeine (mg)
Real number (ℝ)
Missing Zeros
| Distinct | 34 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 22 |
| Missing (%) | 9.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.931193 |
| Minimum | 0 |
|---|---|
| Maximum | 410 |
| Zeros | 34 |
| Zeros (%) | 14.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 51.25 |
| median | 75 |
| Q3 | 143.75 |
| 95-th percentile | 175 |
| Maximum | 410 |
| Range | 410 |
| Interquartile range (IQR) | 92.5 |
Descriptive statistics
| Standard deviation | 64.589236 |
|---|---|
| Coefficient of variation (CV) | 0.71820727 |
| Kurtosis | 2.7187664 |
| Mean | 89.931193 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 0.88086931 |
| Sum | 19605 |
| Variance | 4171.7694 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 75 | 37 | |
| 150 | 34 | |
| 0 | 34 | |
| 70 | 14 | 5.8% |
| 95 | 11 | 4.6% |
| 110 | 9 | 3.8% |
| 130 | 7 | 2.9% |
| 120 | 6 | 2.5% |
| 25 | 6 | 2.5% |
| 90 | 4 | 1.7% |
| Other values (24) | 56 | |
| (Missing) | 22 | 9.2% |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 10 | 3 | 1.2% |
| 15 | 3 | 1.2% |
| 20 | 3 | 1.2% |
| 25 | 6 | 2.5% |
| 30 | 3 | 1.2% |
| 50 | 3 | 1.2% |
| 55 | 3 | 1.2% |
| 65 | 1 | 0.4% |
| 70 | 14 |
| Value | Count | Frequency (%) |
| 410 | 1 | 0.4% |
| 330 | 1 | 0.4% |
| 300 | 1 | 0.4% |
| 260 | 1 | 0.4% |
| 235 | 1 | 0.4% |
| 225 | 1 | 0.4% |
| 180 | 3 | |
| 175 | 4 | |
| 170 | 3 | |
| 165 | 2 |
Interactions
Correlations
| Beverage | Beverage_category | Beverage_prep | Caffeine (mg) | Calcium (% DV) | Calories | Cholesterol (mg) | Dietary Fibre (g) | Iron (% DV) | Protein (g) | Saturated Fat (g) | Sodium (mg) | Sugars (g) | Total Carbohydrates (g) | Total Fat (g) | Trans Fat (g) | Vitamin A (% DV) | Vitamin C (% DV) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Beverage | 1.000 | 0.929 | 0.300 | 0.456 | 0.402 | 0.344 | 0.406 | 0.558 | 0.214 | 0.434 | 0.000 | 0.000 | 0.338 | 0.407 | 0.000 | 0.000 | 0.443 | 0.871 |
| Beverage_category | 0.929 | 1.000 | 0.253 | 0.408 | 0.313 | 0.291 | 0.294 | 0.360 | 0.056 | 0.370 | 0.000 | 0.101 | 0.306 | 0.350 | 0.057 | 0.082 | 0.318 | 0.489 |
| Beverage_prep | 0.300 | 0.253 | 1.000 | 0.344 | 0.318 | 0.231 | 0.172 | 0.126 | 0.177 | 0.284 | 0.539 | 0.385 | 0.186 | 0.335 | 0.172 | 0.162 | 0.300 | 0.000 |
| Caffeine (mg) | 0.456 | 0.408 | 0.344 | 1.000 | 0.201 | 0.058 | -0.036 | -0.045 | -0.018 | 0.135 | 0.000 | 0.048 | -0.032 | 0.157 | 0.133 | 0.116 | 0.142 | -0.170 |
| Calcium (% DV) | 0.402 | 0.313 | 0.318 | 0.201 | 1.000 | 0.455 | 0.227 | 0.286 | 0.294 | 0.885 | 0.346 | 0.446 | 0.193 | 0.411 | 0.627 | 0.548 | 0.902 | 0.248 |
| Calories | 0.344 | 0.291 | 0.231 | 0.058 | 0.455 | 1.000 | 0.944 | 0.447 | 0.458 | 0.545 | 0.223 | 0.354 | 0.909 | 0.779 | 0.586 | 0.606 | 0.417 | 0.445 |
| Cholesterol (mg) | 0.406 | 0.294 | 0.172 | -0.036 | 0.227 | 0.944 | 1.000 | 0.374 | 0.400 | 0.338 | 0.000 | 0.226 | 0.983 | 0.741 | 0.353 | 0.413 | 0.226 | 0.388 |
| Dietary Fibre (g) | 0.558 | 0.360 | 0.126 | -0.045 | 0.286 | 0.447 | 0.374 | 1.000 | 0.868 | 0.436 | 0.000 | -0.137 | 0.258 | 0.281 | 0.495 | 0.416 | 0.192 | 0.226 |
| Iron (% DV) | 0.214 | 0.056 | 0.177 | -0.018 | 0.294 | 0.458 | 0.400 | 0.868 | 1.000 | 0.347 | 0.076 | -0.174 | 0.315 | 0.336 | 0.523 | 0.422 | 0.167 | 0.116 |
| Protein (g) | 0.434 | 0.370 | 0.284 | 0.135 | 0.885 | 0.545 | 0.338 | 0.436 | 0.347 | 1.000 | 0.360 | 0.534 | 0.251 | 0.443 | 0.604 | 0.588 | 0.897 | 0.412 |
| Saturated Fat (g) | 0.000 | 0.000 | 0.539 | 0.000 | 0.346 | 0.223 | 0.000 | 0.000 | 0.076 | 0.360 | 1.000 | 0.819 | 0.075 | 0.246 | 0.495 | 0.538 | 0.428 | 0.000 |
| Sodium (mg) | 0.000 | 0.101 | 0.385 | 0.048 | 0.446 | 0.354 | 0.226 | -0.137 | -0.174 | 0.534 | 0.819 | 1.000 | 0.223 | 0.330 | 0.442 | 0.606 | 0.580 | 0.279 |
| Sugars (g) | 0.338 | 0.306 | 0.186 | -0.032 | 0.193 | 0.909 | 0.983 | 0.258 | 0.315 | 0.251 | 0.075 | 0.223 | 1.000 | 0.739 | 0.303 | 0.372 | 0.187 | 0.344 |
| Total Carbohydrates (g) | 0.407 | 0.350 | 0.335 | 0.157 | 0.411 | 0.779 | 0.741 | 0.281 | 0.336 | 0.443 | 0.246 | 0.330 | 0.739 | 1.000 | 0.474 | 0.538 | 0.392 | 0.248 |
| Total Fat (g) | 0.000 | 0.057 | 0.172 | 0.133 | 0.627 | 0.586 | 0.353 | 0.495 | 0.523 | 0.604 | 0.495 | 0.442 | 0.303 | 0.474 | 1.000 | 0.931 | 0.485 | 0.272 |
| Trans Fat (g) | 0.000 | 0.082 | 0.162 | 0.116 | 0.548 | 0.606 | 0.413 | 0.416 | 0.422 | 0.588 | 0.538 | 0.606 | 0.372 | 0.538 | 0.931 | 1.000 | 0.486 | 0.261 |
| Vitamin A (% DV) | 0.443 | 0.318 | 0.300 | 0.142 | 0.902 | 0.417 | 0.226 | 0.192 | 0.167 | 0.897 | 0.428 | 0.580 | 0.187 | 0.392 | 0.485 | 0.486 | 1.000 | 0.270 |
| Vitamin C (% DV) | 0.871 | 0.489 | 0.000 | -0.170 | 0.248 | 0.445 | 0.388 | 0.226 | 0.116 | 0.412 | 0.000 | 0.279 | 0.344 | 0.248 | 0.272 | 0.261 | 0.270 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Beverage_category | Beverage | Beverage_prep | Calories | Total Fat (g) | Trans Fat (g) | Saturated Fat (g) | Sodium (mg) | Total Carbohydrates (g) | Cholesterol (mg) | Dietary Fibre (g) | Sugars (g) | Protein (g) | Vitamin A (% DV) | Vitamin C (% DV) | Calcium (% DV) | Iron (% DV) | Caffeine (mg) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Coffee | Brewed Coffee | Short | 3 | 0.1 | 0.0 | 0.0 | 0 | 5 | 0 | 0 | 0 | 0.3 | 0 | 0 | 0 | 0.0 | 175.0 |
| 1 | Coffee | Brewed Coffee | Tall | 4 | 0.1 | 0.0 | 0.0 | 0 | 10 | 0 | 0 | 0 | 0.5 | 0 | 0 | 0 | 0.0 | 260.0 |
| 2 | Coffee | Brewed Coffee | Grande | 5 | 0.1 | 0.0 | 0.0 | 0 | 10 | 0 | 0 | 0 | 1.0 | 0 | 0 | 0 | 0.0 | 330.0 |
| 3 | Coffee | Brewed Coffee | Venti | 5 | 0.1 | 0.0 | 0.0 | 0 | 10 | 0 | 0 | 0 | 1.0 | 0 | 0 | 2 | 0.0 | 410.0 |
| 4 | Classic Espresso Drinks | Caffè Latte | Short Nonfat Milk | 70 | 0.1 | 0.1 | 0.0 | 5 | 75 | 10 | 0 | 9 | 6.0 | 10 | 0 | 20 | 0.0 | 75.0 |
| 5 | Classic Espresso Drinks | Caffè Latte | 2 Milk | 100 | 3.5 | 2.0 | 0.1 | 15 | 85 | 10 | 0 | 9 | 6.0 | 10 | 0 | 20 | 0.0 | 75.0 |
| 6 | Classic Espresso Drinks | Caffè Latte | Soymilk | 70 | 2.5 | 0.4 | 0.0 | 0 | 65 | 6 | 1 | 4 | 5.0 | 6 | 0 | 20 | 8.0 | 75.0 |
| 7 | Classic Espresso Drinks | Caffè Latte | Tall Nonfat Milk | 100 | 0.2 | 0.2 | 0.0 | 5 | 120 | 15 | 0 | 14 | 10.0 | 15 | 0 | 30 | 0.0 | 75.0 |
| 8 | Classic Espresso Drinks | Caffè Latte | 2 Milk | 150 | 6.0 | 3.0 | 0.2 | 25 | 135 | 15 | 0 | 14 | 10.0 | 15 | 0 | 30 | 0.0 | 75.0 |
| 9 | Classic Espresso Drinks | Caffè Latte | Soymilk | 110 | 4.5 | 0.5 | 0.0 | 0 | 105 | 10 | 1 | 6 | 8.0 | 10 | 0 | 30 | 15.0 | 75.0 |
| Beverage_category | Beverage | Beverage_prep | Calories | Total Fat (g) | Trans Fat (g) | Saturated Fat (g) | Sodium (mg) | Total Carbohydrates (g) | Cholesterol (mg) | Dietary Fibre (g) | Sugars (g) | Protein (g) | Vitamin A (% DV) | Vitamin C (% DV) | Calcium (% DV) | Iron (% DV) | Caffeine (mg) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 230 | Frappuccino® Blended Crème | Strawberries & Crème (Without Whipped Cream) | Soymilk | 170 | 1.5 | 0.2 | 0.0 | 0 | 135 | 37 | 1 | 35 | 3.0 | 4 | 6 | 10 | 6.0 | 0.0 |
| 231 | Frappuccino® Blended Crème | Strawberries & Crème (Without Whipped Cream) | Grande Nonfat Milk | 230 | 0.2 | 0.1 | 0.0 | 0 | 190 | 53 | 0 | 52 | 4.0 | 8 | 6 | 15 | 4.0 | 0.0 |
| 232 | Frappuccino® Blended Crème | Strawberries & Crème (Without Whipped Cream) | Whole Milk | 260 | 4.0 | 2.0 | 0.1 | 10 | 190 | 53 | 0 | 52 | 4.0 | 6 | 6 | 15 | 4.0 | 0.0 |
| 233 | Frappuccino® Blended Crème | Strawberries & Crème (Without Whipped Cream) | Soymilk | 240 | 2.0 | 0.2 | 0.0 | 0 | 180 | 51 | 1 | 49 | 3.0 | 4 | 6 | 15 | 8.0 | 0.0 |
| 234 | Frappuccino® Blended Crème | Strawberries & Crème (Without Whipped Cream) | Venti Nonfat Milk | 310 | 0.2 | 0.1 | 0.0 | 5 | 260 | 70 | 0 | 69 | 6.0 | 10 | 8 | 20 | 4.0 | 0.0 |
| 235 | Frappuccino® Blended Crème | Strawberries & Crème (Without Whipped Cream) | Whole Milk | 350 | 6.0 | 3.0 | 0.2 | 15 | 260 | 70 | 0 | 68 | 6.0 | 8 | 8 | 20 | 4.0 | 0.0 |
| 236 | Frappuccino® Blended Crème | Vanilla Bean (Without Whipped Cream) | Tall Nonfat Milk | 170 | 0.1 | 0.1 | 0.0 | 0 | 160 | 39 | 0 | 38 | 4.0 | 6 | 0 | 10 | 0.0 | 0.0 |
| 237 | Frappuccino® Blended Crème | Vanilla Bean (Without Whipped Cream) | Whole Milk | 200 | 3.5 | 2.0 | 0.1 | 10 | 160 | 39 | 0 | 38 | 3.0 | 6 | 0 | 10 | 0.0 | 0.0 |
| 238 | Frappuccino® Blended Crème | Vanilla Bean (Without Whipped Cream) | Soymilk | 180 | 1.5 | 0.2 | 0.0 | 0 | 160 | 37 | 1 | 35 | 3.0 | 4 | 0 | 10 | 6.0 | 0.0 |
| 239 | Frappuccino® Blended Crème | Vanilla Bean (Without Whipped Cream) | Grande Nonfat Milk | 240 | 0.1 | 0.1 | 0.0 | 5 | 230 | 56 | 0 | 55 | 5.0 | 8 | 0 | 15 | 0.0 | 0.0 |